Simply Salford Blog

Webinar Recap: 3 Ways to Improve Regression, Part 1

Posted by Kaitlin Onthank on Thu, Jan 21, 2016 @ 09:19 AM

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Did you miss our webinar yesterday? It's never too late to register to get the recording

Here's a brief summary of what you missed:

Part 1 of our two-part webinar series, '3 Ways to Improve Your Regression', began with a review of Ordinary Least Squares regression (OLS) and some of the common issues of standard linear regression. Improvement over OLS was shown with several data mining algorithms (nonlinear regression splines, gradient boosting, and Random Forests), using a data set on concrete strength. The webinar wrapped up with additional case studies and applications for these data mining solutions. 

If you were not able to attend the webinar broadcast, you can still sign up and receive the recording and materials.

Included with registration:3_ways_imporve_regression.png

  • Webinar recording
  • Data set
  • Step-by-step instructions to replicate models
  • Software download

 

Be sure to join us for Part 2, on January 27 at 10am PT. These techniques will be taken further, to extract additional insight using advanced modeling features. If you have not registered, sign up now.

 

Topics: RandomForests, Random Forests, stochastic gradient boosting, Nonlinear Regression, Regression